MarvinLer / SparseConvMIL
Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726
☆26Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for SparseConvMIL
- ☆36Updated last year
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆23Updated 2 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆23Updated last year
- ☆24Updated 2 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 6 months ago
- A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.☆27Updated 6 months ago
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆28Updated 2 years ago
- machine-readable information for the TCGA dataset, mirrored from other sources☆14Updated 2 years ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆30Updated last year
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 3 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆27Updated 2 years ago
- ☆70Updated 3 years ago
- Histopathology Image Analysis☆91Updated last year
- ☆33Updated 3 years ago
- GPU-accelerated stain normalization command line tool☆19Updated last year
- ECCV-AIMIA 2022 paper: "Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images"☆12Updated last year
- SI-MIL☆21Updated 5 months ago
- Solid Tumor Associative Modeling in Pathology☆47Updated 2 months ago
- This repository contains the implementation of TILAb-score as described in the original paper.☆17Updated 5 years ago
- ☆49Updated 2 years ago
- End-to-end pipeline to go from raw H&E slides to normalised extracted features for training☆23Updated 8 months ago
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆10Updated last year
- Toolbox for measuring adversarial robustness to many transforms☆19Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆52Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆126Updated 6 months ago
- ☆33Updated 4 months ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆49Updated last year
- Histopathology Slides Preprocessing Pipeline☆32Updated 2 months ago
- ☆14Updated 5 months ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆22Updated 2 years ago